class_docstr: Tests for the tanh normal distribution.
docstr: Test the bounds of the tanh_normal rsample function.
docstr_tok: ["Test","the","bounds","of","the","tanh_normal","rsample","function","."]
code: def test_tanh_normal_rsample(self):
      """Test the bounds of the tanh_normal rsample function."""
      mean = torch.zeros(1)
      std = torch.ones(1)
      dist = TanhNormal(mean, std)
      sample = dist.rsample()
      pre_tanh_action, action = dist.rsample_with_pre_tanh_value()
      assert (pre_tanh_action.tanh() == action).all()
      assert -1 <= action <= 1.0
      assert -1 <= sample <= 1.0
      del dist
  
file_path: garage/tests/garage/torch/distributions/test_tanh_normal_dist.py
imports: import torch
  from garage.torch.distributions import TanhNormal
label_desc: Use image node_id 3 for calling the TestBenchmarkTanhNormalDistribution obj's underlying member method code with example usage: obj.test_tanh_normal_rsample() without return types